Triple

T11797719
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Barracudas E280541 entity
Predicate generalManager P537 FINISHED
Object Roy Shivers
Roy Shivers is a longtime football executive best known for his front-office roles in the Canadian Football League, including serving as a pioneering Black general manager.
 E1306119 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roy Shivers
Context triple: [Birmingham Barracudas, generalManager, Roy Shivers]
  • A. Brad Sharp
    Brad Sharp is an American musician and actor known for his work in television and film and for being married to actress Keesha Sharp.
  • B. Rick Wills
    Rick Wills is an English rock bassist best known for his work with bands such as Foreigner, Small Faces, and Bad Company.
  • C. Brian Masterson
    Brian Masterson is an Irish recording engineer and producer best known for his influential work in the music industry and for co-founding Dublin’s renowned Windmill Lane Studios.
  • D. Brian Falsworth
    Brian Falsworth is a Marvel Comics character who fought as the World War II-era superhero Union Jack and later as the second Destroyer, often associated with the Invaders.
  • E. Snuff Garrett
    Snuff Garrett was an American record producer best known for crafting numerous pop and country hits in the 1960s and 1970s for artists such as Bobby Vee, Gary Lewis & the Playboys, and Cher.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Roy Shivers
Triple: [Birmingham Barracudas, generalManager, Roy Shivers]
Generated description
Roy Shivers is a longtime football executive best known for his front-office roles in the Canadian Football League, including serving as a pioneering Black general manager.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roy Shivers
Target entity description: Roy Shivers is a longtime football executive best known for his front-office roles in the Canadian Football League, including serving as a pioneering Black general manager.
  • A. Brad Sharp
    Brad Sharp is an American musician and actor known for his work in television and film and for being married to actress Keesha Sharp.
  • B. Rick Wills
    Rick Wills is an English rock bassist best known for his work with bands such as Foreigner, Small Faces, and Bad Company.
  • C. Brian Masterson
    Brian Masterson is an Irish recording engineer and producer best known for his influential work in the music industry and for co-founding Dublin’s renowned Windmill Lane Studios.
  • D. Brian Falsworth
    Brian Falsworth is a Marvel Comics character who fought as the World War II-era superhero Union Jack and later as the second Destroyer, often associated with the Invaders.
  • E. Snuff Garrett
    Snuff Garrett was an American record producer best known for crafting numerous pop and country hits in the 1960s and 1970s for artists such as Bobby Vee, Gary Lewis & the Playboys, and Cher.
  • F. None of above. chosen

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c1792a081909cce0eb4cd1d6870 completed May 12, 2026, 7:14 p.m.
NEDg Description generation batch_6a037ca6f5888190b0ed34777aae862f completed May 12, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_6a037d319be48190b01a1b8d1f239078 completed May 12, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:42 p.m.